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Sergios Gatidis

Associate Professor

Stanford University

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (30)

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Collaborators (27)

Hyun Joo Shin

Associate Professor

Yonsei University College of Medicine

SOUTH KOREA

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Chia-Chun Chiang

Assistant Professor

Mayo Clinic

UNITED STATES

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Andreas Loening

Assistant Professor of Radiology

Stanford University

UNITED STATES

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Fateme Nateghi Haredasht

Stanford University

UNITED STATES

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Edson Amaro Jr

Associate Professor

University of Sao Paulo

BRAZIL

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Kerstin Hammernik

Technical University of Munich

GERMANY

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Juan Banda

Assistant Professor

University of Georgia

UNITED STATES

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Andrew Wentland

Assistant Professor (tenure-track)

University of Wisconsin-Madison

UNITED STATES

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Oluwasanmi Koyejo

Assistant Professor

Stanford University

UNITED STATES

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Michael Pfeffer

Chief Information Officer and Associate Dean

Stanford University School of Medicine

UNITED STATES

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Faraz Ghoddusi

Assistant Professor

Oregon Health and Science University Hospital

UNITED STATES

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Patrick Krumm

University of Tübingen

GERMANY

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Ethan Goh

Stanford University

UNITED STATES

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Daniel Rueckert

Director, Alexander von Humboldt Professor for AI

Technical University of Munich

GERMANY

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Jeong Hoon Lee

Stanford University Medical Center

UNITED STATES

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Jason Fries

Assistant Professor of Biomedical Data Science and of Medicine

Stanford University

UNITED STATES

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Ashwin Nayak

Clinical Assistant Professor

Stanford University

UNITED STATES

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Ferdinand Seith

GERMANY

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François Grolleau

Assistant Professor of Biostatistics

Stanford University

UNITED STATES

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Albert Chiou

Clinical Assistant Professor

Stanford University School of Medicine

UNITED STATES

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Christian Blüthgen

Assistant Professor

Stanford University

UNITED STATES

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Haesung Yoon

Assistant professor

Yonsei University Health System

SOUTH KOREA

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Bruno P. Soares

Section Chief of Pediatric Neuroradiology

Stanford University Medical Center

UNITED STATES

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Keith Morse

Clinical Assistant Professor

Stanford University School of Medicine

UNITED STATES

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Eun-Kyung Kim

Professor

Yonsei University College of Medicine

SOUTH KOREA

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Yair Bannett

Stanford University School of Medicine

UNITED STATES

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Gregor Kasprian

Medical University of Vienna

AUSTRIA

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Sergios Gatidis

Research Interests

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Articles (30)

Holistic evaluation of large language models for medical tasks with MedHELM.

Multi‐Frame Image Registration for Automated Ventricular Function Assessment in Single Breath‐Hold Cine MRI Using Limited Labels

Merlin: a computed tomography vision-language foundation model and dataset

Image quality evaluation of neonatal brain magnetic resonance imaging using a deep learning reconstruction algorithm: A quantitative and multireader study using variable denoising levels at 3 tesla.

Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources.

Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI

Learning efficient non-rigid registration in k-space for accelerated Magnetic Resonance Imaging.

Quantifying human variability in pediatric bone age assessment: a multi-institutional multi-reader study and benchmark for AI evaluation.

Assessing family engagement and acceptance of patient-friendly radiology reports at two academic children's hospitals.

MRIgRT real-time target tracking: TrackRAD2025 challenge report.

A longitudinal whole-body CT dataset with manually annotated tumor lesions.

CNN-based detection of pediatric lymphoma on whole body [18F]FDG-PET/MRI.

MIMM-X: Disentangling Spurious Correlations for Medical Image Analysis

Self-supervised Motion-Compensated Reconstruction for Cardiac Cine MRI

External Validation of an Upgraded AI Model for Screening Ileocolic Intussusception Using Pediatric Abdominal Radiographs: Multicenter Retrospective Study

Self-Supervised Feature Learning for Cardiac Cine MR Image Reconstruction

AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.

A Machine Learning System to Automate Body Computed Tomography Protocoling.

Best Practices for Large Language Models in Radiology

Determinants of ascending aortic morphology: Cross-sectional deep learning-based analysis on 25,073 non-contrast-enhanced NAKO MRI studies.

Combination of Whole-Body Baseline CT Radiomics and Clinical Parameters to Predict Response and Survival in a Stage-IV Melanoma Cohort Undergoing Immunotherapy

Effectiveness of Chest CT in Children: CT Findings in Relation to the Clinical Question

Hybrid Cardiac Magnetic Resonance/Fluorodeoxyglucose Positron Emission Tomography to Differentiate Active From Chronic Cardiac Sarcoidosis

Real Time Landmark Detection for Within- and Cross Subject Tracking With Minimal Human Supervision

A novel approach for radiotherapy dose escalation in rectal cancer using online MR-guidance and rectal ultrasound gel filling-Rationale and first in human

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation

Artificial intelligence enables whole-body positron emission tomography scans with minimal radiation exposure.

Case Report: Combined CDK4/6 and MEK Inhibition in Refractory CDKN2A and NRAS Mutant Melanoma

Deep Learning–Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies

Detection of lung lesions in breath-hold VIBE and free-breathing Spiral VIBE MRI compared to CT

Collaborators (27)

Hyun Joo Shin

Chia-Chun Chiang

Andreas Loening

Fateme Nateghi Haredasht

Edson Amaro Jr

Kerstin Hammernik

Juan Banda

Andrew Wentland

Oluwasanmi Koyejo

Michael Pfeffer

Faraz Ghoddusi

Patrick Krumm

Ethan Goh

Daniel Rueckert

Jeong Hoon Lee

Jason Fries

Ashwin Nayak

Ferdinand Seith

François Grolleau

Albert Chiou

Christian Blüthgen

Haesung Yoon

Bruno P. Soares

Keith Morse

Eun-Kyung Kim

Yair Bannett

Gregor Kasprian

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